{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# CR-P0 Finite Elements for Stokes Equations"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This example is to show the convergence of CR-P0 finite elements for the Stokes equation on the unit square:\n",
    "\n",
    "$$- \\Delta u + {\\rm grad}\\, p  = f \\quad {\\rm div}\\, u    = 0  \\quad  \\text{ in } \\quad \\Omega,$$\n",
    "\n",
    "with the pure Dirichlet boundary condition. The solver is based on a DGS type smoother. \n",
    "\n",
    "**References**:\n",
    "- [Finite Element Methods For Stokes Equations](http://www.math.uci.edu/~chenlong/226/FEMStokes.pdf)\n",
    "- [Project: Finite Element Methods for Stokes Equations](../project/projectFEM.html)\n",
    "\n",
    "**Subroutines**:\n",
    "\n",
    "    - StokesCRP0\n",
    "    - squareStokes\n",
    "    - femStokes\n",
    "    - StokesCRP0femrate\n",
    "    \n",
    "The method is implemented in `StokesCRP0` subroutine and can be tested in `squareStokes`. Together with other elements (P2P0, P2P1, isoP2P0, isoP2P1, P1bP1), `femStokes` provides a concise interface to solve Stokes equation. The CR-P0 element is tested in `Stokesfemrate`."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## CR-P0 element\n",
    "\n",
    "The velocity is CR non-conforming linear element and the pressure is P0 piecewise constant element. \n",
    "\n",
    "We list the basis for CR below and refer to [PoissonCRfemrate](PoissonCRfemrate.html) for detailed data structure for CR element. \n",
    "\n",
    "The 3 Lagrange-type bases functions are denoted by $\\phi_i, i=1:3$, i.e. $\\phi_i(m_j)=\\delta _{ij},i,j=1:3$, where $m_i$ is the middle point of the i-th edge. In barycentric coordinates, they are:\n",
    "\n",
    "$$\\phi_i = 1- 2\\lambda_i,\\quad \\nabla \\phi_i = -2\\nabla \\lambda_i,$$\n",
    "\n",
    "\n",
    "Since the unknowns are associated to edges, we need to generate edges and the indices map from a triangle to global indices of its three edges. The edges are labled such that the i-th edge is opposite to the i-th vertex for i=1,2,3."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "elem2edge =\n",
      "\n",
      "  1x3 uint32 row vector\n",
      "\n",
      "   3   2   1\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "clear all;\n",
    "imatlab_export_fig('print-png')  % Static png figures.\n",
    "node = [0,0; 1,0; 0.5, sqrt(3)/2];\n",
    "elem = [1, 2, 3];\n",
    "[elem2edge,edge] = dofedge(elem);\n",
    "set(gcf,'Units','normal'); \n",
    "set(gcf,'Position',[0.25,0.25,0.3,0.25]);\n",
    "subplot(1,2,1); showmesh(node,elem); findnode(node); findedge(node,edge);\n",
    "subplot(1,2,2); showmesh(node,elem); findelem(node,elem);\n",
    "display(elem2edge)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Dirichlet boundary condition"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "%% Setting\n",
    "% mesh\n",
    "[node,elem] = squaremesh([0,1,0,1],0.25);\n",
    "[node,elem] = uniformrefine(node,elem);\n",
    "bdFlag = setboundary(node,elem,'Dirichlet');\n",
    "mesh = struct('node',node,'elem',elem,'bdFlag',bdFlag);\n",
    "% pde\n",
    "pde = Stokesdata1; \n",
    "% options\n",
    "option.L0 = 0;\n",
    "option.maxIt = 4;\n",
    "option.printlevel = 1;\n",
    "option.solver = 'mg';"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "#dof:   1984,  #nnz:   9280, level:  3  MG WCYCLE iter:  9,  err = 6.7087e-09,  time = 0.11 s\n",
      "#dof:   8064,  #nnz:  38016, level:  4  MG WCYCLE iter:  9,  err = 6.8886e-09,  time = 0.15 s\n",
      "#dof:  32512,  #nnz: 153856, level:  5  MG WCYCLE iter:  9,  err = 7.2684e-09,  time = 0.51 s\n",
      "#dof: 130560,  #nnz: 619008, level:  6  MG WCYCLE iter:  9,  err = 7.4799e-09,  time =  2.4 s\n",
      "Table: Error\n",
      " #Dof        h      |u_I-u_h|_1    ||u-u_h||   ||u_I-u_h||_{max}\n",
      "\n",
      "  2112   6.25e-02   1.39954e+00   4.90098e-02   1.32091e-01\n",
      "  8320   3.12e-02   7.18220e-01   1.28301e-02   3.72726e-02\n",
      " 33024   1.56e-02   3.62378e-01   3.25995e-03   1.00379e-02\n",
      "131584   7.81e-03   1.81727e-01   8.19377e-04   2.63052e-03\n",
      "\n",
      " #Dof        h      ||p_I-p_h||    ||p-p_h||   \n",
      "\n",
      "  2112   6.25e-02   6.34277e-01   9.42925e-01\n",
      "  8320   3.12e-02   2.17142e-01   4.10772e-01\n",
      " 33024   1.56e-02   7.60130e-02   1.90168e-01\n",
      "131584   7.81e-03   2.96038e-02   9.20441e-02\n",
      "\n",
      "Table: CPU time\n",
      " #Dof    Assemble     Solve      Error      Mesh    \n",
      "\n",
      "  2112   6.00e-02   1.10e-01   5.00e-02   0.00e+00\n",
      "  8320   1.00e-02   1.50e-01   2.00e-02   0.00e+00\n",
      " 33024   5.00e-02   5.10e-01   5.00e-02   1.00e-02\n",
      "131584   1.10e-01   2.38e+00   2.40e-01   1.00e-02\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "option.elemType = 'CRP0';\n",
    "femStokes(mesh,pde,option);"
   ]
  },
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   "source": [
    "## Conclusion\n",
    "\n",
    "Optimal order convergence of velocity and pressure is observed. First order for velocity in H1 norm and for pressure in L2 norm. Second order for velocity in L2 and maximum norm. For pressure, half order superconvergence when compare to interpolate.\n",
    "\n",
    "Multigrid solver based on DGS smoother converges uniformly. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To-Do: test other boundary conditions."
   ]
  }
 ],
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